From the moment Liam spotted the box marked "Liam's Life," he knew he was in for a treat. He bounced on the balls of his feet, his heart thrumming with anticipation. It was a spring day, the sun warm on his back, but the feeling inside him was even warmer.

He sifted through the contents, pulling out a faded, dog-eared book report on the solar system. He remembered the painstaking research, the late nights spent crafting his report with a friend. Then came a colorful drawing of a space station.

He examined it, a grin spreading across his face. It was as if he could feel her excitement, her pride in his achievements. He envisioned her carefully placing the paper in the folder, her actions a silent validation of his youthful efforts.

Emotion: pleased

Cluster: Positive / Joy
PC1 (Valence): 3.62 Positive
PC2 (Disposition): -0.28

Role in Research

This story is one of 1,000 stories generated for the emotion pleased. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 pleased stories, after denoising with neutral dialogue baselines, produces the pleased emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the pleased vector is projected through the unembedding matrix.

Promoted:
de0.728
la0.496
happy0.462
🤩0.433
🥳0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401